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  1. Spark
  2. SPARK-14808 Spark MLlib, GraphX, SparkR 2.0 QA umbrella
  3. SPARK-14815

ML, Graph, R 2.0 QA: Update user guide for new features & APIs

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    Description

      Check the user guide vs. a list of new APIs (classes, methods, data members) to see what items require updates to the user guide.

      For each feature missing user guide doc:

      • Create a JIRA for that feature, and assign it to the author of the feature
      • Link it to (a) the original JIRA which introduced that feature ("related to") and (b) to this JIRA ("requires").

      For MLlib:

      • This task does not include major reorganizations for the programming guide; that will be under SPARK-14817.
      • We should now begin copying algorithm details from the spark.mllib guide to spark.ml as needed, rather than just linking back to the corresponding algorithms in the spark.mllib user guide.

      If you would like to work on this task, please comment, and we can create & link JIRAs for parts of this work (which should be broken into pieces for this larger 2.0 release).

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          blocks

          Sub-task - The sub-task of the issue SPARK-14817 ML, Graph, R 2.0 QA: Programming guide update and migration guide

          • Critical - Crashes, loss of data, severe memory leak.
          • Resolved
          incorporates

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-15182 Copy MLlib doc to ML: ml.feature

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Resolved
          requires

          Sub-task - The sub-task of the issue SPARK-15186 Add user guide for Generalized Linear Regression.

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Resolved

          Bug - A problem which impairs or prevents the functions of the product. SPARK-15394 ML user guide typos and grammar audit

          • Trivial - Cosmetic problem like misspelt words or misaligned text.
          • Resolved

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-14340 Add Scala Example and User DOC for ml.BisectingKMeans

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Resolved

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-14979 Add examples for GeneralizedLinearRegression

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Resolved

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-15484 Document Iteratively reweighted least squares (IRLS) in user guide

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Resolved

          Documentation - Documentation or Website SPARK-15099 Audit: ml.regression

          • Blocker - Blocks development and/or testing work, production could not run
          • Resolved

          Documentation - Documentation or Website SPARK-15100 Audit: ml.feature

          • Blocker - Blocks development and/or testing work, production could not run
          • Resolved

          Documentation - Documentation or Website SPARK-15129 Clarify conventions for calling Spark and MLlib from R

          • Blocker - Blocks development and/or testing work, production could not run
          • Resolved

          Documentation - Documentation or Website SPARK-14434 User guide doc and examples for GaussianMixture in spark.ml

          • Major - Major loss of function.
          • Resolved

          Documentation - Documentation or Website SPARK-15098 Audit: ml.classification

          • Major - Major loss of function.
          • Resolved

          Documentation - Documentation or Website SPARK-15101 Audit: ml.clustering and ml.recommendation

          • Major - Major loss of function.
          • Resolved

          Documentation - Documentation or Website SPARK-15997 Audit ml.feature Update documentation for ml feature transformers

          • Major - Major loss of function.
          • Resolved

          Documentation - Documentation or Website SPARK-15608 Add document for ML IsotonicRegression

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Resolved

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              yuhaoyan yuhao yang
              josephkb Joseph K. Bradley
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                Created:
                Updated:
                Resolved: